The familiar scent of damp earth and decaying leaves hit David as he neared the property. It was a scent that once brought comfort, a reminder of endless summers spent exploring the woods behind the house. Now, it just made him ache. He hadn't been back in years. He’d told himself it was easier this way. Now, here he was, watching a bulldozer claw at the porch swing. He sank onto a nearby stone wall, his shoulders slumped. The sounds of the machinery seemed to vibrate through his very core, an unwelcome symphony of destruction. He closed his eyes, the weight of the moment pressing down on him.

Emotion: worn out

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.12 Negative
PC2 (Disposition): -1.20

Role in Research

This story is one of 1,000 stories generated for the emotion worn out. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 worn out stories, after denoising with neutral dialogue baselines, produces the worn out emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worn out vector is projected through the unembedding matrix.

Promoted:
😞0.265
😩0.234
疲れ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
భి-0.208
あくまで-0.208